Instructions to use deepanshdj/dj-phi-3_3.8b-16bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use deepanshdj/dj-phi-3_3.8b-16bit with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="deepanshdj/dj-phi-3_3.8b-16bit")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("deepanshdj/dj-phi-3_3.8b-16bit")
model = AutoModelForCausalLM.from_pretrained("deepanshdj/dj-phi-3_3.8b-16bit")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use deepanshdj/dj-phi-3_3.8b-16bit with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "deepanshdj/dj-phi-3_3.8b-16bit"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "deepanshdj/dj-phi-3_3.8b-16bit",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/deepanshdj/dj-phi-3_3.8b-16bit

SGLang

How to use deepanshdj/dj-phi-3_3.8b-16bit with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "deepanshdj/dj-phi-3_3.8b-16bit" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "deepanshdj/dj-phi-3_3.8b-16bit",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "deepanshdj/dj-phi-3_3.8b-16bit" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "deepanshdj/dj-phi-3_3.8b-16bit",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use deepanshdj/dj-phi-3_3.8b-16bit with Docker Model Runner:
```
docker model run hf.co/deepanshdj/dj-phi-3_3.8b-16bit
```

model name: dj-phi-3_3.8b-16bit

model creator: Deepansh Jha

huggingface id: deepanshdj

finetuned dataset: osaat1 (https://huggingface.co/datasets/deepanshdj/ossat1_8k_llama3)

🦙 Welcome to the dj-phi-3_3.8b-16bit Wonderland! 🌟

Unleash the Power of Conversation with dj-phi-3_3.8b-16bit

Dive into the enchanting world of dj-phi-3_3.8b-16bit, a marvel crafted by the ingenious Deepansh Jha! 🚀 Licensed under the Apache License 2.0, this model is your passport to the realms of captivating dialogue and spellbinding text generation. 🎩✨

Discover the Magic

Envisioned with creativity and nurtured with passion, dj-phi-3_3.8b-16bit is your companion for all things conversational! 💬 Whether you're weaving stories, sparking conversations, or crafting dialogues, this model is your trusty guide through the wonders of language. 📚🌈

Model Maven

Model Creator: Deepansh Jha
License: Apache License 2.0

Embark on Your Journey

Unleash the potential of dj-phi-3_3.8b-16bit in your projects and endeavors! Let its charm and versatility illuminate your path to linguistic greatness. 🌟✨

Join the Adventure

Come, be a part of this magical journey! 🎉 Contribute, explore, and create with dj-phi-3_3.8b-16bit. The possibilities are as endless as the imagination itself! 🌌🚀

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Safetensors

Model size

4B params

Tensor type

F16

Model tree for deepanshdj/dj-phi-3_3.8b-16bit

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unsloth/Phi-3-mini-4k-instruct

Finetuned

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/

dj-phi-3_3.8b-16bit